Claims

A high-competency PAL elicits more positive learner attitudes toward the agent (d = 0.91)

Claim · All claims
Evidence · 1 study · causal r2 · q3 · i3 large
Currency · newest study 2006 · not yet checked against its sources · not reviewed by a person

Subclaims

Reading the evidence codes

q is the design tier, i the impact, n the sample, and the kind with its r the rigour judged within that kind: what each code means.

This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.

q3 i3 Students in the high-competency condition reported significantly more positive attitudes toward the PAL than students in the low-competency condition (Cohen's d = 0.91). → Kim 2006

Evidence

Kim 2006

Kim, Y., Baylor, A. L., & PALS Group. (2006). Pedagogical Agents as Learning Companions: The Role of Agent Competency and Type of Interaction. Educational Technology Research and Development, 54(3), 223-243. https://doi.org/10.1007/s11423-006-8805-z

q3 · i3 · causal · r2

Univariate ANOVA from the 2x2 experiment; attitudes toward the PAL were measured with a 10-item 5-point Likert questionnaire (alpha = .90) averaging informativeness and facilitation perceptions. Means and d = 0.91 are printed in Results.

"Students in the high-competency condition (M = 3.31, SD = 0.56) reported significantly more positive attitudes toward the PAL than students in the low-competency condition (M = 2.62, SD = 0.91). The standardized effect size for this difference was Cohen 's d = 0.91"

Discussion

Page metadata
Field Value
type claim
id high-competency-pal-more-positive-attitudes
title A high-competency PAL elicits more positive learner attitudes toward the agent (d = 0.91)
description A high-competency PAL elicits more positive learner attitudes toward the agent (d = 0.91)
status review
evidence_strength moderate
newest_evidence 2006
generated by process:wiki-ingest on 2026-10-16
trust unverified — no one has confirmed this page's content
sources 1 — kim-2006

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